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Database

2010. The Number of Seniors and Juniors to Join the Company II 🔒

中文文档

Description

Table: Candidates

+-------------+------+
| Column Name | Type |
+-------------+------+
| employee_id | int  |
| experience  | enum |
| salary      | int  |
+-------------+------+
employee_id is the column with unique values for this table.
experience is an ENUM (category) of types ('Senior', 'Junior').
Each row of this table indicates the id of a candidate, their monthly salary, and their experience.
The salary of each candidate is guaranteed to be unique.

 

A company wants to hire new employees. The budget of the company for the salaries is $70000. The company's criteria for hiring are:

  1. Keep hiring the senior with the smallest salary until you cannot hire any more seniors.
  2. Use the remaining budget to hire the junior with the smallest salary.
  3. Keep hiring the junior with the smallest salary until you cannot hire any more juniors.

Write a solution to find the ids of seniors and juniors hired under the mentioned criteria.

Return the result table in any order.

The result format is in the following example.

 

Example 1:

Input:
Candidates table:
+-------------+------------+--------+
| employee_id | experience | salary |
+-------------+------------+--------+
| 1           | Junior     | 10000  |
| 9           | Junior     | 15000  |
| 2           | Senior     | 20000  |
| 11          | Senior     | 16000  |
| 13          | Senior     | 50000  |
| 4           | Junior     | 40000  |
+-------------+------------+--------+
Output: 
+-------------+
| employee_id |
+-------------+
| 11          |
| 2           |
| 1           |
| 9           |
+-------------+
Explanation: 
We can hire 2 seniors with IDs (11, 2). Since the budget is $70000 and the sum of their salaries is $36000, we still have $34000 but they are not enough to hire the senior candidate with ID 13.
We can hire 2 juniors with IDs (1, 9). Since the remaining budget is $34000 and the sum of their salaries is $25000, we still have $9000 but they are not enough to hire the junior candidate with ID 4.

Example 2:

Input:
Candidates table:
+-------------+------------+--------+
| employee_id | experience | salary |
+-------------+------------+--------+
| 1           | Junior     | 25000  |
| 9           | Junior     | 10000  |
| 2           | Senior     | 85000  |
| 11          | Senior     | 80000  |
| 13          | Senior     | 90000  |
| 4           | Junior     | 30000  |
+-------------+------------+--------+
Output: 
+-------------+
| employee_id |
+-------------+
| 9           |
| 1           |
| 4           |
+-------------+
Explanation: 
We cannot hire any seniors with the current budget as we need at least $80000 to hire one senior.
We can hire all three juniors with the remaining budget.

Solutions

Solution 1

MySQL

# Write your MySQL query statement below
WITH
    s AS (
        SELECT
            employee_id,
            SUM(salary) OVER (ORDER BY salary) AS cur
        FROM Candidates
        WHERE experience = 'Senior'
    ),
    j AS (
        SELECT
            employee_id,
            IFNULL(
                SELECT
                    MAX(cur)
                FROM s
                WHERE cur <= 70000,
                0
            ) + SUM(salary) OVER (ORDER BY salary) AS cur
        FROM Candidates
        WHERE experience = 'Junior'
    )
SELECT
    employee_id
FROM s
WHERE cur <= 70000
UNION
SELECT
    employee_id
FROM j
WHERE cur <= 70000;